Projection-Free Online Optimization with Stochastic Gradient: From
Convexity to Submodularity

Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity

22 February 2018

Christopher Harshaw

Papers citing "Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity"

18 / 18 papers shown

Title
Decentralized Projection-free Online Upper-Linearizable Optimization with Applications to DR-Submodular Optimization Yiyang Lu M. Pedramfar Vaneet Aggarwal 88 0 0 30 Jan 2025
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization M. Pedramfar Vaneet Aggarwal 36 3 0 27 Apr 2024
A Unified Approach for Maximizing Continuous DR-submodular Functions M. Pedramfar Christopher J. Quinn Vaneet Aggarwal 19 7 0 26 May 2023
Fast Submodular Function Maximization Lianke Qin Zhao Song Yitan Wang 34 10 0 15 May 2023
Projection-Free Online Convex Optimization with Stochastic Constraints Duksang Lee Nam Ho-Nguyen Dabeen Lee 21 3 0 02 May 2023
Stochastic Submodular Bandits with Delayed Composite Anonymous Bandit Feedback M. Pedramfar Vaneet Aggarwal 30 2 0 23 Mar 2023
Projection-free Online Exp-concave Optimization Dan Garber Ben Kretzu 26 8 0 09 Feb 2023
Distributed Projection-free Algorithm for Constrained Aggregative Optimization Tong-Chai Wang Peng Yi 6 19 0 25 Jul 2022
Compression-aware Training of Neural Networks using Frank-Wolfe Max Zimmer Christoph Spiegel Sebastian Pokutta 31 9 0 24 May 2022
Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback Tianyi Lin Aldo Pacchiano Yaodong Yu Michael I. Jordan 31 0 0 15 May 2022
New Projection-free Algorithms for Online Convex Optimization with Adaptive Regret Guarantees Dan Garber Ben Kretzu 29 21 0 09 Feb 2022
A Boosting Approach to Reinforcement Learning Nataly Brukhim Elad Hazan Karan Singh 37 13 0 22 Aug 2021
Improved Regret Bounds for Online Submodular Maximization Omid Sadeghi P. Raut Maryam Fazel 24 4 0 15 Jun 2021
Online Boosting with Bandit Feedback Nataly Brukhim Elad Hazan 23 10 0 23 Jul 2020
Submodular Meta-Learning Arman Adibi Aryan Mokhtari Hamed Hassani CLL 25 5 0 11 Jul 2020
Continuous Submodular Maximization: Beyond DR-Submodularity Moran Feldman Amin Karbasi 19 5 0 21 Jun 2020
Faster Projection-free Online Learning Elad Hazan Edgar Minasyan 25 58 0 30 Jan 2020
A Linearly Convergent Conditional Gradient Algorithm with Applications to Online and Stochastic Optimization Dan Garber Elad Hazan 66 96 0 20 Jan 2013